کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
529972 869726 2012 12 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
High efficient distributed video coding with parallelized design for LDPCA decoding on CUDA based GPGPU
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر چشم انداز کامپیوتر و تشخیص الگو
پیش نمایش صفحه اول مقاله
High efficient distributed video coding with parallelized design for LDPCA decoding on CUDA based GPGPU
چکیده انگلیسی

Distributed video coding (DVC) is a new coding paradigm targeting on applications with the need of low-complexity and/or low-power encoding at the cost of a high-complexity decoding. In the DVC architectures based on Error Control Codes (ECCs) with a feedback channel, the high decoding complexity comes from the decode-check-request iterations between the ECC encoder and the ECC decoder. In this paper, a parallel message-passing decoding algorithm for computing low density parity check (LDPC) syndromes is applied through the Compute Unified Device Architecture (CUDA) based on General Purpose Graphics Processing Unit (GPGPU). Furthermore, we proposed a novel rate control mechanism, dubbed as the Ladder Step Size Request (LSSR), to reduce the number of requests which leads to much speedup gain. Experimental results show that, through our work, the overall DVC decoding speedup gain can reach 46.52 with only 0.2 dB rate distortion performance loss.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Visual Communication and Image Representation - Volume 23, Issue 1, January 2012, Pages 63–74
نویسندگان
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